T. Nguyen

发表

Studying protein-protein interaction networks: a systems view on diseases.

F. Jordán, Wei-Chung Liu, T. Nguyen, 2012, Briefings in functional genomics.

Diversity of key players in the microbial ecosystems of the human body

Melissa J. Morine, F. Jordán, C. Priami, 2015, Scientific Reports.

Network Analysis of Neurodegenerative Disease Highlights a Role of Toll-Like Receptor Signaling

Melissa J. Morine, C. Priami, T. Nguyen, 2014, BioMed research international.

An efficient machine learning-based approach for screening individuals at risk of hereditary haemochromatosis

T. Sauter, T. Nguyen, Patricia Martins Conde, 2020, Scientific Reports.

Detecting Crosstalk Modules of Combined Networks : the Case for the NF-κ B and p 53

C. Priami, A. Ihekwaba, T. Nguyen, 2022 .

Network Inference From Time-Course Data

I. Mura, A. Ihekwaba, P. Lecca, 2016 .

Mining Multiple Biological Data for Reconstructing Signal Transduction Networks

T. Ho, T. Nguyen, 2012 .

Stratifying patients using fast multiple kernel learning framework: case studies of Alzheimer’s disease and cancers

Thanh-Trung Giang, Thanh-Phuong Nguyen, Dang-Hung Tran, 2020, BMC Medical Informatics and Decision Making.

Network-Based Conceptualization of Observational Data

Paola Lecca, Thanh Phuong Nguyen, Angela Re, 2016 .

Inference of Autism-Related Genes by Integrating Protein-Protein Interactions and miRNA-Target Interactions

Corrado Priami, Dang Hung Tran, Thanh-Phuong Nguyen, 2013, KSE.

Chapter 8 – Conclusions

Paola Lecca, Thanh Phuong Nguyen, Angela Re, 2016 .

Detecting disease genes based on semi-supervised learning and protein-protein interaction networks

Tu-Bao Ho, Thanh-Phuong Nguyen, T. Ho, 2012, Artif. Intell. Medicine.

Degree Adjusted Large-Scale Network Analysis Reveals Novel Putative Metabolic Disease Genes

J. Schneider, T. Sauter, T. Nguyen, 2021, Biology.

Inferring pleiotropy by network analysis: linked diseases in the human PPI network

Ferenc Jordán, Wei-Chung Liu, Thanh-Phuong Nguyen, 2011, BMC Systems Biology.

A quantitative approach to study indirect effects among disease proteins in the human protein interaction network

Ferenc Jordán, Thanh-Phuong Nguyen, F. Jordán, 2010, BMC Systems Biology.

Cell type-selective disease-association of genes under high regulatory load

Thomas Sauter, Thanh-Phuong Nguyen, Mafalda Galhardo, 2015, Nucleic acids research.

A New Computational Method Based on Heterogeneous Network for Predicting MicroRNA-Disease Associations

Thanh Phuong Nguyen, Dang Hung Tran, Xuan Tho Dang, 2020 .

Discovering signal transduction networks using signaling domain-domain interactions.

Thanh Phuong Nguyen, Tu Bao Ho, T. Ho, 2006, Genome informatics. International Conference on Genome Informatics.

The Central Role of AMP-Kinase and Energy Homeostasis Impairment in Alzheimer’s Disease: A Multifactor Network Analysis

Thanh-Phuong Nguyen, Marco Scotti, Mario Lauria, 2013, PloS one.

An Efficient Machine Learning Method to Solve Imbalanced Data in Metabolic Disease Prediction

Sébastien De Landtsheer, Thomas Sauter, Thanh-Phuong Nguyen, 2019, 2019 11th International Conference on Knowledge and Systems Engineering (KSE).

Systems biology integration of proteomic data in rodent models of depression reveals involvement of the immune response and glutamatergic signaling

L. Carboni, T. Nguyen, L. Caberlotto, 2016, Proteomics. Clinical applications.

A systems biology investigation of neurodegenerative dementia reveals a pivotal role of autophagy

Thanh-Phuong Nguyen, Laura Caberlotto, T. Nguyen, 2014, BMC Systems Biology.

Novel drug target identification for the treatment of dementia using multi-relational association mining

Corrado Priami, Thanh-Phuong Nguyen, C. Priami, 2015, Scientific Reports.

EM Clustering based Approach to Decipher Functional Modules in Cross-Talking Signaling systems

Thanh Phuong Nguyen, Corrado Priami, Adaoha E. C. Ihekwaba, 2011 .

Model-based clustering reveals vitamin D dependent multi-centrality hubs in a network of vitamin-related proteins

Corrado Priami, Melissa J. Morine, Thanh-Phuong Nguyen, 2011, BMC Systems Biology.

A Semi-supervised Learning Approach to Disease Gene Prediction

Thanh Phuong Nguyen, Tu Bao Ho, T. Ho, 2007, 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007).

An Integrative Domain-Based Approach to Predicting protein-protein Interactions

Thanh Phuong Nguyen, Tu Bao Ho, T. Ho, 2008, J. Bioinform. Comput. Biol..

Prediction of Protein-Protein Interactions Using Bayesian Networks

Thanh Phuong Nguyen, Tu Bao Ho, Ngoc Binh Nguyen, 2007 .

Network inference from time-dependent Omics data.

Paola Lecca, Corrado Priami, Paola Quaglia, 2011, Methods in molecular biology.

From Network Inference to the Study of Human Diseases

Paola Lecca, Thanh Phuong Nguyen, Angela Re, 2016 .

Overview of Biological Network Inference and Modeling of Dynamics

Paola Lecca, Thanh Phuong Nguyen, Angela Re, 2016 .